“…This event introduces advanced math for business people — "just enough" to take advantage of open source frameworks — including graph theory, abstract algebra, optimization, bayesian statistics, and more advanced areas of linear algebra. …”

“…This book will cover essential topics, such as linear algebra, eigenvalues and eigenvectors, the singular value decomposition concept, and gradient algorithms, to help you understand how to train deep neural networks. …”

Tabla de Contenidos: “…Introduction -- A crash course in Python -- Visualizing data -- Linear algebra -- Statistics -- Probability -- Hypothesis and inference -- Gradient descent -- Getting data -- Working with data -- Machine learning -- k-nearest neighbors -- Naive bayes -- Simple linear regression -- Multiple regression -- Logistic regression -- Decision trees -- Neural networks -- Deep learning -- Clustering -- Natural language processing -- Network analysis -- Recommender systems -- Databases and SQL -- MapReduce -- Data ethics -- Go forth and do data science…”

Tabla de Contenidos: “…Front Cover; Contents; List of Principal Symbols; Preface; Authors; Chapter 1: Introduction; Chapter 2: An Alternative Class of Orthogonal Functions; Chapter 3: Walsh Domain Operational Method of System Analysis; Chapter 4: Analysis of Pulse-Fed Single- Input Single-Output Systems; Chapter 5: Analysis of Controlled Rectifier Circuits; Chapter 6: Analysis of Inverter Circuits; Appendix A: Introduction to Linear Algebra; Appendix B: Selected MATLAB® Programs; Back Cover…”

Tabla de Contenidos: “…1: Introduction to Numerical Methods in Java -- 2: Linear Algebra -- 3: Finding Roots of Equations -- 4: Finding Roots of Systems of Equations -- 5: Curve Fitting and Interpolation -- 6: Numerical Differentiation and Integration -- 7: Ordinary Differential Equations -- 8: Partial Differential Equations -- 9: Unconstrained Optimization -- 10: Constrained Optimization -- 11: Heuristics -- 12: Basic Statistics -- 13: Random Numbers and Simulation -- 14: Linear Regression -- 15: Time Series Analysis -- References…”

Tabla de Contenidos: “…Matrix and vector algebra -- Coordinate systems -- Vector differential calculus -- Vector integral calculus -- Differential equations -- Complex numbers and phasors -- Basic laws and methods of circuit analysis -- Systematic methods of circuit analysis -- Circuit theorems and techniques -- Magnetically-coupled circuits -- Frequency-domain analysis -- Frequency content of digital signals -- Static and quasi-static electric fields -- Static and quasi-static magnetic fields -- Rapidly varying electromagnetic fields -- Electromagnetic waves -- Transmission lines -- Antennas and radiation…”

Tabla de Contenidos: “…Chapter 1 Introduction to The Logic Gate -- Chapter 2 Boolean Algebra -- Chapter 3 Simplifying Boolean Expressions -- Chapter 4 Moving on From the NAND Gate -- Chapter 5 Design Methods for Digital Circuits -- Chapter 6 State Diagrams -- Chapter 7 Combinational Logic Circuits -- Chapter 8 Shift Registers and More -- Chapter 9 Designing Some Useful Logic Circuits -- Chapter 10 Introduction to The 555 Timer modified 070923 -- Chapter 11 Using TINA 12.…”

Tabla de Contenidos: “…The machine learning pipeline -- Fancy tricks with simple numbers -- Text data : flattening, filtering, and chunking -- The effects of feature scaling : from bag-of-words to Tf-Idf -- Categorical variables : counting eggs in the age of robotic chickens -- Dimensionality reduction : squashing the data pancake with PCA -- Nonlinear featurization via K-means model stacking -- Automating the featurizer : image feature extraction and deep learning -- Back to the feature : building an academic paper recommender -- Linear modeling and linear algebra basics…”

Tabla de Contenidos: “…Language Design -- Consistent Subtyping for All -- HOBiT: Programming Lenses without using Lens Combinators -- Dualizing Generalized Algebraic Data Types by Matrix Transposition -- Deterministic Concurrency: A Clock-Synchronised Shared Memory Approach -- Probabilistic Programming -- An Assertion-Based Program Logic for Probabilistic Programs -- Fine-grained Semantics for Probabilistic Programs -- How long, O Bayesian network, will I sample thee? …”

Tabla de Contenidos: “…-- How to Correctly Prune Tropical Trees -- From Matrix Interpretations over the Rationals to Matrix Interpretations over the Naturals -- Automated Reasoning and Presentation Support for Formalizing Mathematics in Mizar -- Contributions to Calculemus 2010 -- Some Considerations on the Usability of Interactive Provers -- Mechanized Mathematics -- Formal Proof of SCHUR Conjugate Function -- Symbolic Domain Decomposition -- A Formal Quantifier Elimination for Algebraically Closed Fields -- Computing in Coq with Infinite Algebraic Data Structures -- Formally Verified Conditions for Regularity of Interval Matrices -- Reducing Expression Size Using Rule-Based Integration -- A Unified Formal Description of Arithmetic and Set Theoretical Data Types -- Contributions to MKM 2010 -- Against Rigor -- Smart Matching -- Electronic Geometry Textbook: A Geometric Textbook Knowledge Management System -- An OpenMath Content Dictionary for Tensor Concepts -- On Duplication in Mathematical Repositories -- Adapting Mathematical Domain Reasoners -- Integrating Multiple Sources to Answer Questions in Algebraic Topology -- An Integrated Development Environment for Collections -- Proofs, Proofs, Proofs, and Proofs -- Dimensions of Formality: A Case Study for MKM in Software Engineering -- Towards MKM in the Large: Modular Representation and Scalable Software Architecture -- The Formulator MathML Editor Project: User-Friendly Authoring of Content Markup Documents -- Notations Around the World: Census and Exploitation -- Evidence Algorithm and System for Automated Deduction: A Retrospective View -- On Building a Knowledge Base for Stability Theory -- Proviola: A Tool for Proof Re-animation -- A Wiki for Mizar: Motivation, Considerations, and Initial Prototype…”

Tabla de Contenidos: “…Front Cover; Exterior Analysis: Using Applications of Differential Forms; Copyright Page; Table of Contents; Preface; Chapter I: Exterior Algebra; 1.1. Scope of the Chapter; 1.2. Linear Vector Spaces; 1.3. …”

Tabla de Contenidos: “…Front Cover; Mathematical Formulas for Industrial and Mechanical Engineering; Copyright Page; Contents; Preface; Biography; 1 Symbols and Special Numbers; 1.1 Basic Mathematical Symbols; 1.2 Basic Algebra Symbols; 1.3 Linear Algebra Symbol; 1.4 Probability and Statistics Symbols; 1.5 Geometry Symbols; 1.6 Set Theory Symbols; 1.7 Logic Symbols; 1.8 Calculus Symbols; 1.9 Numeral Symbols; 1.10 Greek Alphabet Letters; 1.11 Roman Numerals; 1.12 Prime Numbers; 1.13 Important Numbers in Science (Physical Constants); 1.14 Basic Conversion Formulas; 1.15 Basic Area Formulas…”

Tabla de Contenidos: “…Introducción al análisis combinatorio -- C. Tópicos de álgebra lineal -- D. Tablas estadísticas -- Respuestas a ejercicios seleccionados -- Símbolos…”
Acceso restringido con credenciales UPSA

Tabla de Contenidos: “…Introducción al análisis combinatorio -- C. Tópicos de álgebra lineal -- D. Tablas estadísticas -- Respuestas a ejercicios seleccionados -- Símbolos…”
Acceso restringido con credenciales UPSA

Tabla de Contenidos: “…Introducción al análisis combinatorio -- C. Tópicos de álgebra lineal -- D. Tablas estadísticas -- Respuestas a ejercicios seleccionados -- Símbolos…”

Tabla de Contenidos: “…Arithmetica superior, Algebra, Musica -- vol. 3. Trigonometria, Secciones conicas, Maquinaria -- vol. 4. …”
Accés lliure
Venda en línia de reproduccions digitals

Tabla de Contenidos: “…The listed subject content for Key Stage 3 --1.Number (and ratio and proportion) --2. Algebra --3.Geometry and measures --4.Probability and Statistics -- IV. …”